srm {nnR} | R Documentation |
srm
Description
The function that returns the right scalar multiplication neural network
Usage
srm(nu, a)
nu %srm% a
Arguments
nu |
A neural network |
a |
A real number. |
Value
Returns a neural network that is . This
instantiates as
.under continuous function activation. More
specifically we will define this operation as:
Let . We will denote by
the function satisfying for all
and
that
.
References
Definition 2.3.4. Jentzen, A., Kuckuck, B., and von Wurstemberger, P. (2023). Mathematical introduction to deep learning: Methods, implementations, and theory. https://arxiv.org/abs/2310.20360.
Note: We will have two versions of this operation, a prefix and an infix version.
[Package nnR version 0.1.0 Index]